State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Department of Gastrointestinal Surgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Front Immunol. 2023 Feb 27;14:1145070. doi: 10.3389/fimmu.2023.1145070. eCollection 2023.
Up to 40 per cent of people with active inflammatory bowel disease (IBD) also suffer from mood disorders such as anxiety and depression. Notwithstanding, the fundamental biological pathways driving depression in IBD remain unknown.
We identified 33 core genes that drive depression in IBD patients and performed consensus molecular subtyping with the NMF algorithm in IBD. The CIBERSORT were employed to quantify the immune cells. Metabolic signature was characterized using the "IOBR" R package. The scoring system (D. score) based on PCA. Pre-clinical models are constructed using DSS.
Using transcriptome data from the GEO database of 630 IBD patients, we performed a thorough analysis of the correlation between IBD and depression in this research. Firstly, the samples were separated into two different molecular subtypes (D. cluster1 and D. cluster2) based on their biological signatures. Moreover, the immunological and metabolic differences between them were evaluated, and we discovered that D. cluster2 most closely resembled IBD patients concomitant with depression. We also developed a scoring system to assess the IBD-related depression and predict clinical response to anti-TNF- therapy, with a higher D. score suggesting more inflammation and worse reaction to biological therapies. Ultimately, we also identified through animal experiments an antidepressant, paroxetine, has the added benefit of lowering intestinal inflammation by controlling microorganisms in the digestive tract.
This study highlights that IBD patients with or without depression show significant variations and antidepressant paroxetine may help reduce intestinal inflammation.
多达 40%的活动性炎症性肠病(IBD)患者还患有情绪障碍,如焦虑和抑郁。尽管如此,导致 IBD 患者抑郁的基本生物学途径仍不清楚。
我们确定了 33 个核心基因,这些基因驱动 IBD 患者的抑郁,并使用 NMF 算法对 IBD 进行共识分子亚型分型。使用 CIBERSORT 来量化免疫细胞。使用“IOBR”R 包来描述代谢特征。基于 PCA 的评分系统(D. score)。使用 DSS 构建临床前模型。
使用来自 GEO 数据库的 630 名 IBD 患者的转录组数据,我们在这项研究中对 IBD 和抑郁之间的相关性进行了全面分析。首先,根据生物特征将样本分为两种不同的分子亚型(D. cluster1 和 D. cluster2)。此外,评估了它们之间的免疫和代谢差异,我们发现 D. cluster2 最类似于伴有抑郁的 IBD 患者。我们还开发了一种评分系统来评估与 IBD 相关的抑郁,并预测对抗 TNF-治疗的临床反应,较高的 D. score 表明炎症更多,对生物治疗的反应更差。最终,我们还通过动物实验发现,抗抑郁药帕罗西汀通过控制消化道中的微生物,除了具有降低肠道炎症的附加益处。
这项研究强调了有或没有抑郁的 IBD 患者表现出显著的变化,抗抑郁药帕罗西汀可能有助于降低肠道炎症。